Talk to Your Data
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An advanced Text-to-SQL system built with LangChain and FastAPI. Turn natural language questions into database queries and actionable business insights instantly.
Core Capabilities
Bridging the gap between business questions and database answers.
Text-to-SQL
Translates plain English questions into complex SQL queries using advanced LLM reasoning and schema awareness.
Data Visualization
Automatically generates interactive Plotly charts to visualize trends, distributions, and comparisons.
Business Intelligence
Provides actionable insights and explanations alongside raw data, acting as an automated data analyst.
How It Works
From question to insight in five automated steps.
Connect Data
The system connects to your SQL database and reads the schema.
Ask Question
Ask a business question like "What is our monthly revenue trend?"
SQL Generation
The agent generates the correct SQL query based on your schema.
Execution
The query is executed securely against the database.
Insight & Plot
Receive the answer and an interactive chart visualizing the data.
Interactive Preview
(Only for local testing)
Explore the live demo. Ask questions and see the results. Example questions:
- "Show me the monthly revenue for Laptop Pro X over the last 2 years."
- "Which product has the highest profit margin?"